2 September 2026 · My AI Stack editorial
Stop buying AI for departments. Map it to the journey.
Marketing buys a writer. Support buys a bot. IT buys a copilot. The customer meets all three and wonders who you are.
The usual purchase pattern
Most organisations still buy AI the way they buy software: by department. Marketing wants faster content. Support wants fewer tickets. Sales wants better notes. Each vendor demo is locally convincing. The customer, however, does not live in your org chart.
They notice you, ask a question, buy or book, get onboarded, hit a problem, and decide whether to come back. If those moments are served by three different voices — a generic chatbot, a polished ad, a silent inbox — the stack is working against the journey.
A better unit of decision
The useful unit is not “AI for marketing”. It is the touchpoint: a specific place where a customer is trying to do a job.
Ask four questions at each touchpoint:
- What is the customer trying to finish here?
- Who in the team owns that moment today?
- Is the job to draft, to decide, to converse, or to hand off?
- Which off-the-shelf tool is actually built for that job?
A content assistant is a poor website agent. A helpdesk resolver is a poor brand representative. A general chat window is a poor system of record. Mapping makes those mismatches visible before you sign another annual contract.
Walk one journey
Take an SME service business. The customer notices you via search or a referral, enquires because they need a straight answer, books, receives the work, needs care if something is off, and hopefully repeats.
On that map, a governed website agent belongs on enquire and repeat — not because chat is fashionable, but because the job is “answer from our knowledge, now”. Meeting notes belong on the sales or kickoff call. Automation belongs where a form must become a task. A writing tool belongs on the article that helped them notice you.
HEA-World is one option when the website should speak for the organisation. Intercom or Zendesk are stronger when the moment is a ticket. Ada, NiCE Cognigy and Kore.ai are the enterprise CX comparison. Genesys and Parloa are contact-centre alternatives HEA-World does not replace. HubSpot is stronger when the record already lives in the CRM. The point of this site is not to declare a winner. It is to put each tool on a square of the map.
What to take to the next meeting
Print or share one journey. Circle the two touchpoints that leak the most money or trust. Only then open the catalog. If a vendor cannot say which job they finish on that square, they are selling a department a toy.